{"id":"W2118826211","doi":"10.1164/rccm.201403-0526oc","title":"Evaluation of Continuous Positive Airway Pressure Therapy on Renin–Angiotensin System Activity in Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Kidney Disease Network; Foothills Medical Centre; Alberta Health; University of Calgary; Hotchkiss Brain Institute; Libin Cardiovascular Institute of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Continuous positive airway pressure; Renal function; Hypoxemia; Obstructive sleep apnea; Filtration fraction; Plasma renin activity; Internal medicine; Renal blood flow; Renin–angiotensin system; Blood pressure; Angiotensin II; Endocrinology; Urology; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002915811,0.0002199027,0.001033939,0.0004335794,0.0000596753,0.000008182339,0.0001156142,0.00009378955,0.00002993288],"category_scores_gemma":[0.003607587,0.0001562491,0.0001149335,0.0004108665,0.001609464,0.0001161184,0.00002701565,0.0006607337,8.582528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190915,"about_ca_system_score_gemma":0.0001209204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007322099,"about_ca_topic_score_gemma":0.000005551459,"domain_scores_codex":[0.9952446,0.001823076,0.0005664303,0.0002955617,0.001777647,0.0002926745],"domain_scores_gemma":[0.994441,0.001091926,0.0003474054,0.0002664223,0.003533215,0.0003200071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004458932,0.0001872385,0.03367127,0.0001327531,0.0002726816,0.0001251168,0.002665019,0.00002666745,0.02983984,0.0009880393,0.00001682963,0.9276156],"study_design_scores_gemma":[0.01385712,0.05243167,0.8651974,0.001760616,0.001498925,0.000409976,0.0176761,0.002021845,0.04423713,0.0001504324,0.0004205798,0.000338211],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934826,0.00304318,0.0005102563,0.001103104,0.0001957354,0.0004054941,0.00001128741,0.000009174586,0.001239125],"genre_scores_gemma":[0.9991223,0.000008854879,0.0001477332,0.0002836684,0.0004030044,0.000007930756,0.00000125943,0.00002342618,0.00000183312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9272774,"threshold_uncertainty_score":0.6371652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388724736477293,"score_gpt":0.3356168075444221,"score_spread":0.3117295601796492,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}